# 2019-Fall-AI-LAB
SYSU RYH 人工智能实验
* lab1-数据处理与KNN
* lab2-决策树
* lab3-感知机学习算法与逻辑回归
* lab4-简单神经网络 (No implementation)
* lab5-词向量 (No implementation)
* lab6-卷积神经网络 (Mid-term Project | implemented by my teammate)
* lab7-循环神经网络 (Mid-term Project | implemented by me)
* lab8-集成学习 (No implementation)
* lab9-无信息搜索&启发式搜索
* lab10-博弈树搜索
* lab11-强化学习 (Final Project | implemented by me and my teammate)
* Mid-term Project (lab6 & lab7)
* Final Project (lab11)
**All labs are based on python and cpp**
**If you have any question, you can e-mail to [email protected]**
《人工智能》--SYSU RYH 人工智能实验.zip
版权申诉
3 浏览量
2024-03-19
16:41:48
上传
评论
收藏 33.35MB ZIP 举报
《人工智能》--SYSU RYH 人工智能实验.zip （95个子文件） 
lab10-博弈树搜索 
17341178_xueweihao_lab10.pdf 810KB 源码 
gobang.exe 1.85MB
gobang.layout 355B main.cpp 2KB config.h 934B gobang.dev 1KB game.h 13KB Makefile.win 1KB main.o 32KB grid.h 397B chessboard.h 2KB lab10_博弈树搜索.pdf 732KB lab6-卷积神经网络 lab6 卷积神经网络.pdf 1.22MB lab9-无信息搜索&启发式搜索 
DFS_result.txt 684B IDAstar.py 6KB lab_9无信息搜索&启发式搜索.pdf 2.87MB IDAstar_result.txt 684B MazeData.txt 684B DFS.py 4KB IDS_result.txt 684B IDS.py 4KB lab2-决策树 lab2_dataset car_train.csv 46KB readme.txt 2KB decision_tree.py 14KB 验收数据 train.csv 423B test.csv 84B lab2_DT.pdf 1.43MB lab11-强化学习 lab11 实验课内容总结.pdf 1.71MB lab11_强化学习.pdf 1.25MB lab8-集成学习 lab8 集成学习.pdf 859KB lab3-感知机学习算法与逻辑回归 LR.py 2KB 验收数据 check_train.csv 4KB check_test.csv 1KB PLA.py 2KB train.csv 1.62MB lab3 PLA&LR.pdf 543KB
report.zip 6.14MB lab5-词向量 lab5_词向量.pdf 1.58MB Mid-term Project 17341088_17341178_code RNN LSTM.py 10KB stsbenchmark correlation.pl 2KB sts-test.csv 276KB sts-train.csv 880KB LICENSE.txt 6KB sts-dev.csv 250KB readme.txt 6KB CNN CNN.py 8KB lab4-简单神经网络 location 
t10k-images-idx3-ubyte.gz 1.57MB train-labels-idx1-ubyte.gz 28KB train-images-idx3-ubyte.gz 9.45MB t10k-labels-idx1-ubyte.gz 4KB MNIST.txt 93B lab4_简单神经网络.pdf 644KB mnist.py 2KB lab7-循环神经网络 lab7_循环神经网络.pdf 1.43MB Final Project 17341088_17341178_code blackwhitechess.cpp 29KB mainwindow.h 576B blackwhitechess.h 3KB dialog.ui 622B dialog.cpp 346B mainwindow.cpp 655B gamewindow.cpp 3KB node.h 432B main.cpp 224B config.h 520B mainwindow.ui 2KB BlackWhiteChess.pro 1KB gamewindow.h 695B ga.h 29KB gamewindow.ui 565B dialog.h 337B readme.txt 442B README.md 705B lab1-数据处理与KNN 验收数据 regression_simple_test.csv 582B
readme.docx 13KB classification_simple_test.csv 388B lab1_data regression_dataset 15351234_Sample_KNN_regression.csv 18KB test_set.csv 17KB
validation相关度评估.xlsx 42KB validation_set.csv 22KB train_set.csv 42KB classification_dataset test_set.csv 14KB validation_set.csv 14KB train_set.csv 27KB semeval.txt 120KB lab1.pdf 2.4MB 实验报告编写建议.pdf 73KB tfidf tfidf.py 1KB knn_claasification knn_classification_output.py 5KB knn_classification_onehot.py 3KB 17341178_xuewiehao_KNN_classification.csv 15KB knn_classification_tfidf.py 4KB knn_regression knn_regression_output.py 6KB knn_regression_onehot.py 4KB knn_regression_tfidf.py 5KB 17341178_xuewiehao_KNN_regression.csv 30KB资源评论
